When I can't find anything, the first thing I do is go to the guitar tab sites and get the chords. If nothing else, it gives you the roots to get started with.

Listening to the video (and the song on iTunes), he uses a lot of passing notes between roots and does some running at the end of the second line of the chorus, but other than that, it sounds fairly straightforward.